Sunila Gollapudi – Medium

Sunila Gollapudi

Sunila Gollapudi
in
Towards Data Science

Combine Text Embeddings and Knowledge (Graph) Embeddings in RAG systems

In my previous articles, I wrote about using Knowledge Graphs in conjunction with RAGs and how Graph techniques can be used for Adaptive…

15 min readApr 29, 2024

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Combine Text Embeddings and Knowledge (Graph) Embeddings in RAG systems

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Sunila Gollapudi

Advanced Tokenization in LLMs: Usage of Advanced Graph Techniques

Recently I was trying my hands on some rudimentary tokenization techniques on my LLM and in specific tried adaptive tokenization. To…

9 min readApr 20, 2024

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Advanced Tokenization in LLMs: Usage of Advanced Graph Techniques

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Sunila Gollapudi

Using Knowledge Graphs to enhance Retrieval Augmented Generation (RAG) systems

The combination of knowledge graphs and retrieval-augmented generation (RAG) systems is a game-changing technique in the quickly changing…

11 min readApr 14, 2024

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Using Knowledge Graphs to enhance Retrieval Augmented Generation (RAG) systems

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Sunila Gollapudi

Machine Learning Methods : Classification

There are many ways of classifying machine learning algorithms. In this assignment, I chose the below learning method classification that…

4 min readMar 31, 2024

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Machine Learning Methods : Classification

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Sunila Gollapudi

Data Strategy Series: Observations and Facts about Traditional Data Architectures

In this one of its kind Data Strategy Series, I will be covering many aspects of Enterprise Data that covers a varied set of topics from…

7 min readNov 18, 2020

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Data Strategy Series: Observations and Facts about Traditional Data Architectures

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Sunila Gollapudi
in
DataDrivenInvestor

Defining “Vision” in “Computer Vision”

Computer Vision also referred as Vision is the recent cutting edge field within computer science that deals with enabling computers…

4 min readMay 12, 2020

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Defining “Vision” in “Computer Vision”

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Sunila Gollapudi
in
DataDrivenInvestor

Artificial Intelligence Simplified

The definition of Artificial Intelligence has evolved ever since its first reference in 1956 at the Dartmouth conference. From emulating…

10 min readMay 11, 2020

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Artificial Intelligence Simplified

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Sunila Gollapudi
in
DataDrivenInvestor

Deep learning Simplified

Encouraged by all the responses to my previous “Simplified” blog series on Reinforcement learning and Ensemble learning, I am writing this…

8 min readMay 10, 2020

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Deep learning Simplified

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Sunila Gollapudi
in
DataDrivenInvestor

Blackboard Architecture at the core of all AI and ML solutions

Blackboard Architecture is an architecture style or pattern used in solving Artificial Intelligence, Mining, Machine learning problems

3 min readMay 6, 2020

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Blackboard Architecture at the core of all AI and ML solutions

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Sunila Gollapudi
in
DataDrivenInvestor

Why and How Enterprises are adopting Transfer learning ?

We are seeing that there is an Enterprise wide adoption of transfer learning techniques while using Machine learning and Deep learning. And…

5 min readMar 12, 2020

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Why and How Enterprises are adopting Transfer learning ?

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Sunila Gollapudi

Sunila Gollapudi

Enterprise Data Strategy, Big Data Engineering, Knowledge Graphs, Semantic Modeling, Cloud Architecture, GenAI Doctoral Researcher- sunilagollapudi.com

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